At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Carlsruhe or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.
Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.
Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.
Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.
Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:
- Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
- Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
- Backpropagation, Stochastic Gradient Descent (SGD)
- Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
- Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
- Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX
We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.
Applications of our AI & Machine Learning Services for Carlsruhe services include:
- Smart agriculture & plant recognition (99%+ accuracy on edge)
- Autonomous vehicle vision & embedded localisation
- Industrial automation & object detection
- AI-powered road signs & hazard detection
- Wildlife monitoring & pest targeting with gimbal vision
- Face, voice, and optical character recognition (OCR)
- Natural language interfaces (Open WebUI + open-source LLMs)
Why AI & Machine Learning Services for Carlsruhe Clients Choose COLETEK
- Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
- Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
- Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
- Decades of real deployment: From paddocks to highways to defense environments.
Let’s Build Practical AI & Machine Learning Services for Carlsruhe Together
If you're based in for Carlsruhe or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.
Contact COLETEK today to see how our AI expertise can power your next product or platform.
We have long-standing AI & Machine Learning Services for Carlsruhe Experience!
Your Engineering Partnership in Carlsruhe, Victoria, Australia: Building Trust and Delivering Results with COLETEK
As a business owner or technical decision-maker based in Carlsruhe, Victoria, Australia, you understand the importance of partnering with a reliable and innovative engineering and product development company. For over 20 years, COLETEK has been supporting businesses across Carlsruhe, Victoria, Australia, helping them navigate the complexities of product development while driving innovation.
Established in 2001, COLETEK is a multidisciplinary Australian engineering and product development company operating throughout the country, including right here in Carlsruhe, Victoria, Australia. Our team of experts has a deep understanding of the challenges faced by businesses across various industries, from manufacturing to healthcare, and we're committed to delivering tailored solutions that meet our clients' unique needs.
What sets COLETEK apart is our commitment to collaboration and reliability. We don't just provide engineering expertise or develop products – we take the time to understand your business goals and work closely with you to deliver innovative solutions that drive growth and prosperity. Our experience in product development means we can handle everything from conceptualization to pilot builds, ensuring your project is complete on-time and within budget.
As a trusted national company operating right here in Carlsruhe, Victoria, Australia, COLETEK is well-positioned to provide the expertise and support you need to succeed. Whether you're looking for engineering services for a new product, or seeking guidance on optimizing your existing operations – we've got you covered.
So why wait? Join forces with COLETEK today and discover how our team of experts can help your business thrive. Let's build something remarkable together!
